{"id":"W4239689320","doi":"10.4000/ress.339","title":"Introduction","year":2004,"lang":"fr","type":"article","venue":"Revue européenne des sciences sociales","topic":"Cultural Identity and Heritage","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.0004684338,0.0001813478,0.0002079196,0.00008166922,0.004076238,0.001014043,0.0003013689,0.00007174605,0.002376058],"category_scores_gemma":[0.0001363927,0.0001804524,0.0001670725,0.0002554245,0.01402174,0.001176333,0.0000762957,0.000194037,0.001617729],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004678358,"about_ca_system_score_gemma":0.000197668,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005777217,"about_ca_topic_score_gemma":0.01274463,"domain_scores_codex":[0.9985613,0.000112954,0.0002726582,0.0003900245,0.0002065198,0.0004565484],"domain_scores_gemma":[0.9994706,0.0000377563,0.0001295262,0.0001239504,0.0001487511,0.00008942842],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000003138593,0.00011559,0.00003850047,0.0001720773,0.00001578557,0.0000180219,0.0287042,0.0001624551,0.0003495226,0.9622825,0.005297121,0.002841077],"study_design_scores_gemma":[0.0001619464,0.0002253987,0.0004098238,0.0001862671,0.00004985288,0.00004556021,0.008985819,0.000009277868,0.0001306013,0.233004,0.7565279,0.0002635532],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6501805,0.07401214,0.0001126122,0.08918727,0.01194289,0.0002752525,0.00007096817,0.0002021368,0.1740162],"genre_scores_gemma":[0.5752034,0.006069904,0.001423218,0.0002643605,0.03305317,0.000005897173,0.00001624665,0.00003098305,0.3839328],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7512308,"threshold_uncertainty_score":0.9991596,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1770827093631348,"score_gpt":0.295213033221711,"score_spread":0.1181303238585762,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}